euphoric - Story 46023 | Emotion Vectors in Gemma4-31B

"Look, Daddy, it's Sparky!" Maya announced, holding up her drawing. Her father, Daniel, felt a wave of warmth wash over him. In the crudely drawn picture, there was the same mischievous grin, the same oversized boots and the same crazy eyes that he remembered. He felt like his heart had expanded tenfold. He felt an intense need to dance. He felt so full. He scooped Maya up in his arms, twirling her around until they were both breathless.

Emotion: euphoric

Cluster: Positive / Joy

PC1 (Valence): 2.69 Positive

PC2 (Disposition): -0.67

Role in Research

This story is one of 1,000 stories generated for the emotion euphoric. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 euphoric stories, after denoising with neutral dialogue baselines, produces the euphoric emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the euphoric vector is projected through the unembedding matrix.

Promoted:

`!`	0.501
`joyful`	0.464
`overjoyed`	0.455
`de`	0.450
`ecstatic`	0.448

Suppressed:

`S`	-0.663
`😞`	-0.494
`que`	-0.420
`😔`	-0.368
`😓`	-0.366